[PDF][PDF] 面向边缘智能的空中计算
曹晓雯， 莫小鹏， 许杰 - 中兴通讯技术, 2020 - zte.com.cn
… Federated learning via over-the-air computation [J]. IEEE transactions on wireless … Gradient
statistics aware power control for over-the-air federated learning [EB/OL]. (2020-05-08) [2020…
statistics aware power control for over-the-air federated learning [EB/OL]. (2020-05-08) [2020…
[PDF][PDF] 基于空中计算的无线群智感知
李晓阳， 贡毅 - 继往开来续写新篇章, 2020 - zte.com.cn
… Federated learning via over-the-air computation [J]. IEEE transactions on wireless …
Gradient statistics aware power control for over-the-air federated learning [EB/OL].(2020-05-…
Gradient statistics aware power control for over-the-air federated learning [EB/OL].(2020-05-…
联邦学习中基于时分多址接入的用户调度策略
陶梅霞， 王栋， 孙瑞， 张乃夫 - 通信学报, 2021 - infocomm-journal.com
… Abstract: To improve the communication efficiency in FL (federated learning), for the … t m∈M
接收到全 局模型t w 后,基于本地数据集,采用随机梯度下降 (SGD, stochastic gradient descent)…
接收到全 局模型t w 后,基于本地数据集,采用随机梯度下降 (SGD, stochastic gradient descent)…
面向联合学习的D2D 计算任务卸载
蔡晓然， 莫小鹏， 许杰 - 物联网学报, 2019 - infocomm-journal.com
… : Federated learning is a kind of distributed machine learning … 批量梯度下降(BGD, batch
gradient descent)法来训练模型[17] … Wirelessly powered data aggregation for IoT via over-the-air …
gradient descent)法来训练模型[17] … Wirelessly powered data aggregation for IoT via over-the-air …
面向“双碳” 战略的绿色通信与网络: 挑战与对策
牛志升， 周盛， 孙宇璇 - 通信学报, 2022 - infocomm-journal.com
… 学习(FL, federated learning),以 及终端间协同的分布式训练(DGD, decentralized gradient
descent).… Dynamic scheduling for over-the-air federated edge learning with energy constraints[J]. …
descent).… Dynamic scheduling for over-the-air federated edge learning with energy constraints[J]. …